miserable - Story 89157 | Emotion Vectors in Gemma4-31B

The vibrant artwork in the gallery only seemed to amplify Leo's unease. He shifted from foot to foot. He’d poured his heart into his application for the gallery assistant role, seeing it as a gateway into his dream career. And then he’d spotted Sofia’s name on the application list.

Sofia, with her extensive art history knowledge and connections in the art world. He knew he'd never stand a chance. He couldn't shake the picture of her, winning the job with her winning smile. The gallery suddenly felt like a prison.

He abruptly turned and walked out, the vibrant colors blurring before his eyes.

Emotion: miserable

Cluster: Sadness / Despair

PC1 (Valence): -2.19 Negative

PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:

`😞`	0.369
`无法`	0.321
`無法`	0.270
`💔`	0.265
`😔`	0.262

Suppressed:

`de`	-0.490
`la`	-0.329
`B`	-0.300
`l`	-0.292
`/`	-0.224